Body mass index as a predictor of fracture risk: A meta-analysis

Low body mass index (BMI) is a well-documented risk factor for future fracture. The aim of this study was to quantify this effect and to explore the association of BMI with fracture risk in relation to age, gender and bone mineral density (BMD) from an international perspective using worldwide data. We studied individual participant data from almost 60,000 men and women from 12 prospective population-based cohorts comprising Rotterdam, EVOS/EPOS, CaMos, Rochester, Sheffield, Dubbo, EPIDOS, OFELY, Kuopio, Hiroshima, and two cohorts from Gothenburg, with a total follow-up of over 250,000 person years. The effects of BMI, BMD, age and gender on the risk of any fracture, any osteoporotic fracture, and hip fracture alone was examined using a Poisson regression model in each cohort separately. The results of the different studies were then merged. Without information on BMD, the age-adjusted risk for any type of fracture increased significantly with lower BMI. Overall, the risk ratio (RR) per unit higher BMI was 0.98 (95% confidence interval [CI], 0.97–0.99) for any fracture, 0.97 (95% CI, 0.96–0.98) for osteoporotic fracture and 0.93 (95% CI, 0.91–0.94) for hip fracture (all p <0.001). The RR per unit change in BMI was very similar in men and women ( p >0.30). After adjusting for BMD, these RR became 1 for any fracture or osteoporotic fracture and 0.98 for hip fracture (significant in women). The gradient of fracture risk without adjustment for BMD was not linearly distributed across values for BMI. Instead, the contribution to fracture risk was much more marked at low values of BMI than at values above the median. This nonlinear relation of risk with BMI was most evident for hip fracture risk. When compared with a BMI of 25 kg/m2, a BMI of 20 kg/m2 was associated with a nearly twofold increase in risk ratio (RR=1.95; 95% CI, 1.71–2.22) for hip fracture. In contrast, a BMI of 30 kg/m2, when compared with a BMI of 25 kg/m2, was associated with only a 17% reduction in hip fracture risk (RR=0.83; 95% CI, 0.69–0.99). We conclude that low BMI confers a risk of substantial importance for all fractures that is largely independent of age and sex, but dependent on BMD. The significance of BMI as a risk factor varies according to the level of BMI. Its validation on an international basis permits the use of this risk factor in case-finding strategies.

[1]  M. Fukunaga,et al.  Fracture Prediction From Bone Mineral Density in Japanese Men and Women , 2003, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[2]  K. Kodama,et al.  Risk Factors for Hip Fracture in a Japanese Cohort , 1997, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[3]  G. Dinant,et al.  Risk Factors for Osteoporosis Related to their Outcome: Fractures , 2001, Osteoporosis International.

[4]  O. Johnell,et al.  Bone Mineral Density Is a Predictor of Survival , 1998, Calcified Tissue International.

[5]  J Dequeker,et al.  Incidence of Vertebral Fracture in Europe: Results From the European Prospective Osteoporosis Study (EPOS) , 2002, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[6]  D. Kiel,et al.  Hip fracture and the use of estrogens in postmenopausal women. The Framingham Study. , 1988, The New England journal of medicine.

[7]  R. Honkanen,et al.  Relationships Between Risk Factors and Fractures Differ by Type of Fracture: A Population-Based Study of 12192 Perimenopausal Women , 1998, Osteoporosis International.

[8]  V. Fønnebø,et al.  The Tromsø Study: Body Height, Body Mass Index and Fractures , 1998, Osteoporosis International.

[9]  R. Lew,et al.  Effects of Vitamin D and Calcium Supplementation on Falls: A Randomized Controlled Trial , 2003, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[10]  W. O'Fallon,et al.  Relative Contributions of Bone Density, Bone Turnover, and Clinical Risk Factors to Long‐Term Fracture Prediction , 2003, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[11]  S. Elmståhl,et al.  Differences in body composition between female geriatric hip fracture patients and healthy controls: Body fat is more important as explanatory factor for the fracture than body weight and lean body mass , 1996, Aging.

[12]  Abdullah Al Mamun,et al.  Obesity in Adulthood and Its Consequences for Life Expectancy: A Life-Table Analysis , 2003, Annals of Internal Medicine.

[13]  O. Johnell,et al.  Meta-analysis of how well measures of bone mineral density predict occurrence of osteoporotic fractures , 1996 .

[14]  A. Svanborg Seventy-year-old people in Gothenburg a population study in an industrialized Swedish city. II. General presentation of social and medical conditions. , 2009, Acta medica Scandinavica. Supplementum.

[15]  A. Reunanen,et al.  Risk factors for injurious falls leading to hospitalization or death in a cohort of 19,500 adults. , 1993, American journal of epidemiology.

[16]  O. Johnell,et al.  Risk factors for hip fracture in european women: The MEDOS study , 1995 .

[17]  R. Honkanen,et al.  Risk Factors for Perimenopausal Distal Forearm Fracture , 2000, Osteoporosis International.

[18]  Osteoporosis: review of the evidence for prevention, diagnosis and treatment and cost-effectiveness analysis. Introduction. , 1998, Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA.

[19]  C. Cooper,et al.  Guidelines for diagnosis and management of osteoporosis. The European Foundation for Osteoporosis and Bone Disease. , 1997, Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA.

[20]  A. Myers,et al.  Factors Associated with Time to First Hip Fracture , 2001, Journal of aging and health.

[21]  C. Cooper,et al.  Guidelines for diagnosis and management of osteoporosis , 2005, Osteoporosis International.

[22]  A. Silman,et al.  Incidence of Limb Fracture across Europe: Results from the European Prospective Osteoporosis Study (EPOS) , 2002, Osteoporosis International.

[23]  P. Delmas,et al.  Serum Estradiol and Sex Hormone‐Binding Globulin and the Risk of Hip Fracture in Elderly Women: The EPIDOS Study , 2000, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[24]  H. Luukinen,et al.  Factors related to occurrence of hip fracture during a fall on the hip. , 2003, Public health.

[25]  A. Silman,et al.  The prevalence of vertebral deformity in European men and women: The european vertebral osteoporosis study , 1996, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[26]  B. Nilsson Spinal osteoporosis and femoral neck fracture. , 1970, Clinical orthopaedics and related research.

[27]  F Vinicor,et al.  The continuing epidemics of obesity and diabetes in the United States. , 2001, JAMA.

[28]  L. Klenerman,et al.  Fractured neck of femur in the elderly: an attempt to identify patients at risk. , 1979, Clinical science.

[29]  O. Johnell,et al.  Risk Factors for Hip Fracture in Men from Southern Europe: The MEDOS Study , 1999, Osteoporosis International.

[30]  D. Kiel,et al.  Hip fracture and the use of estrogens in postmenopausal women. The Framingham Study. , 1987, The New England journal of medicine.

[31]  O. Johnell,et al.  Optimization of BMD Measurements to Identify High Risk Groups for Treatment—A Test Analysis , 2004, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[32]  G. Breart,et al.  Fall-related factors and risk of hip fracture: the EPIDOS prospective study , 1996, The Lancet.

[33]  A. Hofman,et al.  Hip Fracture Prediction in Elderly Men and Women: Validation in the Rotterdam Study , 1998, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[34]  S. Cummings,et al.  Risk factors for hip fracture in white women. Study of Osteoporotic Fractures Research Group. , 1995, The New England journal of medicine.

[35]  A. Svanborg,et al.  Seventy-year-old people in Gothenburg. A population study in an industrialized Swedish city. , 2009, Acta medica Scandinavica.

[36]  P. Delmas,et al.  Biochemical Markers of Bone Turnover, Endogenous Hormones and the Risk of Fractures in Postmenopausal Women: The OFELY Study , 2000, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[37]  D. Altman,et al.  Measuring inconsistency in meta-analyses , 2003, BMJ : British Medical Journal.

[38]  Jacques P. Brown,et al.  Research Notes: The Canadian Multicentre Osteoporosis Study (CaMos): Background, Rationale, Methods , 1999, Canadian Journal on Aging / La Revue canadienne du vieillissement.

[39]  A. Silman,et al.  Determinants of incident vertebral fracture in men and women: results from the European Prospective Osteoporosis Study (EPOS) , 2003, Osteoporosis International.

[40]  J. Jurvelin,et al.  Risk factors associated with peri- and postmenopausal bone loss: does HRT prevent weight loss-related bone loss? , 2003, Osteoporosis International.

[41]  J. Eisman,et al.  Symptomatic fracture incidence in elderly men and women: The Dubbo osteoporosis epidemiology study (DOES) , 1994, Osteoporosis International.

[42]  O. Johnell,et al.  The Burden of Osteoporotic Fractures: A Method for Setting Intervention Thresholds , 2001, Osteoporosis International.

[43]  W. O'Fallon,et al.  Bone Density and Fracture Risk in Men , 1998, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[44]  A. Hofman,et al.  Determinants of disease and disability in the elderly: The Rotterdam elderly study , 1991, European Journal of Epidemiology.